{"id":"W2168800675","doi":"10.2174/157339907782330030","title":"Interventions to Support Diabetes Self-Management: The Key Role of the Patient in Diabetes Care","year":2007,"lang":"en","type":"review","venue":"Current Diabetes Reviews","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Psychological intervention; Self-management; Diabetes mellitus; Type 2 diabetes; Randomized controlled trial; Stress management; Diabetes management; Intensive care medicine; Physical therapy; Nursing; Clinical psychology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003988384,0.001110763,0.002617346,0.002072115,0.000522813,0.001706442,0.001112599,0.00271358,0.00357565],"category_scores_gemma":[0.008794761,0.0002932534,0.001127243,0.002193246,0.000787702,0.0016814,0.00112662,0.002514296,0.0009062406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040454,"about_ca_system_score_gemma":0.003384172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280301,"about_ca_topic_score_gemma":0.004101035,"domain_scores_codex":[0.9970449,0.001594852,0.0003029903,0.0001623121,0.0007839455,0.0001110317],"domain_scores_gemma":[0.9939638,0.00485223,0.0005549008,0.00007685693,0.0003896018,0.0001626177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007396621,0.0001423681,0.000302681,0.06658787,0.0003464891,0.00009532332,0.0002494758,0.0001228625,0.000357897,0.002223221,0.01265118,0.9168467],"study_design_scores_gemma":[0.0002469273,0.0005935174,0.006068147,0.2197291,0.00239504,0.00195483,0.0009824455,0.0001624214,0.00066442,0.005559599,0.7615838,0.00005975191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001250983,0.9976612,0.0001120907,0.001140993,0.0002533139,0.0000170793,0.000004492762,0.000004610969,0.0006809462],"genre_scores_gemma":[0.00123994,0.9972989,0.0004761847,0.0006545649,0.0001704964,0.0000270556,0.000007277557,9.585623e-7,0.0001245883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003988384,"threshold_uncertainty_score":0.02109283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06381176722869217,"score_gpt":0.3734390094378818,"score_spread":0.3096272422091897,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}